Why Voice AI Needs to Understand More Than Words

Modulate
468 views September 12, 2026

What does voice AI miss when it only focuses on what was said? In this Short, Modulate CEO Mike Pappas explains why audio carries far more information than words alone - including how something is said, how it is received, and the nuance within human voice conversations. Voice AI and voice analytics are moving beyond speech-to-text toward a deeper understanding of tone, emotion, context, and human interaction. At Modulate, we're building technology to help machines understand the full signal in human voice. Learn more about Modulate: https://hubs.ly/Q04xdT_Q0 What do you think voice AI should understand beyond words? #VoiceAI #VoiceAnalytics #SpeechToText #ConversationIntelligence #ArtificialIntelligence

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